news_category_classify icon indicating copy to clipboard operation
news_category_classify copied to clipboard

A toy python2.7 script using keras to classify news categories.

dateset size: 2178902 news titles

  • acc on training: 74.13%
  • acc on test: 68.71%

requirement:

  • redis
  • requests
  • bs4
  • pandas
  • numpy
  • pyecharts (for display charts)
  • keras
  • sklearn